{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import pandas as pd\n",
    "\n",
    "url_univlab= 'https://raw.githubusercontent.com/irenekarijadi/RF-LSTM-CEEMDAN/main/Dataset/data%20of%20UnivLab_Christy.csv'\n",
    "univlab= pd.read_csv(url_univlab)\n",
    "data_univlab= univlab[(univlab['timestamp'] > '2015-03-01') & (univlab['timestamp'] < '2015-06-01')]\n",
    "dfs_univlab=data_univlab['energy']\n",
    "datas_univlab=pd.DataFrame(dfs_univlab)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
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      ],
      "text/plain": [
       "             0         1         2         3         4         5         6  \\\n",
       "0    -0.267385  0.167963  5.707305  0.569815 -3.099548 -3.214079  0.765750   \n",
       "1    -0.250624  0.571062  5.915318  0.578370 -3.153469 -3.224336  0.767733   \n",
       "2     0.724957  0.379718  6.054246  0.564743 -3.189374 -3.225913  0.769917   \n",
       "3    -0.721464 -0.123900  6.128365  0.522004 -3.206211 -3.218554  0.772300   \n",
       "4     0.523283 -0.513060  6.151245  0.446235 -3.203687 -3.202106  0.774878   \n",
       "...        ...       ...       ...       ...       ...       ...       ...   \n",
       "2144  0.397053 -0.097275  1.317351 -4.157723  1.687663  0.065363  0.130051   \n",
       "2145 -0.258270  0.504548  1.251850 -4.350716  1.740456  0.072556  0.129217   \n",
       "2146  1.422049  0.240401  1.097440 -4.430032  1.774507  0.079251  0.128110   \n",
       "2147 -1.495871 -0.533205  0.944056 -4.407176  1.788821  0.085390  0.126726   \n",
       "2148 -0.960907 -0.126067  0.861964 -4.294382  1.784080  0.090928  0.125064   \n",
       "\n",
       "              7  \n",
       "0     47.170182  \n",
       "1     47.170945  \n",
       "2     47.171705  \n",
       "3     47.172461  \n",
       "4     47.173214  \n",
       "...         ...  \n",
       "2144  31.682515  \n",
       "2145  31.685358  \n",
       "2146  31.688273  \n",
       "2147  31.691260  \n",
       "2148  31.694319  \n",
       "\n",
       "[2149 rows x 8 columns]"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "from PyEMD import CEEMDAN\n",
    "import numpy as np\n",
    "\n",
    "\n",
    "#dfs=datass\n",
    "s = dfs_univlab.values\n",
    "\n",
    "emd = CEEMDAN(epsilon=0.05)\n",
    "emd.noise_seed(12345)\n",
    "\n",
    "IMFs = emd(s)\n",
    "\n",
    "\n",
    "full_imf=pd.DataFrame(IMFs)\n",
    "data_imf=full_imf.T\n",
    "data_imf"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "Text(0.0001, 0.5, 'kw')"
      ]
     },
     "execution_count": 6,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 720x864 with 9 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "data_imf=data_imf.iloc[0:800,]\n",
    "\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "x=list(range(0,800))\n",
    "\n",
    "fig, axs = plt.subplots(9, sharex=True, sharey=False,figsize=(10,12), tight_layout=True)\n",
    "#fig.suptitle('Sharing both axes')\n",
    "axs[0].plot(x, s[0:800])\n",
    "axs[0].set_title('Original Series')\n",
    "axs[1].plot(x, data_imf.iloc[:,0])\n",
    "axs[1].set_title('IMF1')\n",
    "axs[2].plot(x, data_imf.iloc[:,1])\n",
    "axs[2].set_title('IMF2')\n",
    "axs[3].plot(x, data_imf.iloc[:,2])\n",
    "axs[3].set_title('IMF3')\n",
    "axs[4].plot(x, data_imf.iloc[:,3])\n",
    "axs[4].set_title('IMF4')\n",
    "axs[5].plot(x, data_imf.iloc[:,4])\n",
    "axs[5].set_title('IMF5')\n",
    "axs[6].plot(x, data_imf.iloc[:,5])\n",
    "axs[6].set_title('IMF6')\n",
    "axs[7].plot(x, data_imf.iloc[:,6])\n",
    "axs[7].set_title('IMF7')\n",
    "axs[8].plot(x, data_imf.iloc[:,7])\n",
    "axs[8].set_title('IMF8')\n",
    "\n",
    "fig.text(0.5, 0.0001, 'time', ha='center',fontsize=14)\n",
    "fig.text(0.0001, 0.5, 'kw', va='center', rotation='vertical',fontsize=14)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "Python 3",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.7.6"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 4
}
